\begin{tabular}{@{}lccccccc@{}}%
\toprule%
&Mean&Sd&10{-}Pctl&Q1&Median&Q3&90{-}Pctl\\%
\cmidrule{1%
-%
8}%
Long Term&15.4&26.36&1.1&2.49&6.05&17.16&40.9\\%
Long Term Atm&12.55&18.83&1.08&2.36&5.65&15.02&32.98\\%
Long Term Itm Call&2.3&3.09&1.0&1.0&1.14&2.39&4.51\\%
Long Term Itm Put&2.33&2.61&1.0&1.0&1.15&2.56&4.87\\%
Long Term Otm Call&3.03&4.3&1.0&1.0&1.7&3.37&6.24\\%
Long Term Otm Put&4.24&6.38&1.0&1.0&2.1&4.88&9.8\\%
Short Term&11.53&16.51&1.03&2.57&6.17&14.15&27.91\\%
Short Term Atm&8.83&10.41&1.01&2.45&5.47&11.43&20.58\\%
Short Term Itm Call&2.19&2.64&1.0&1.0&1.21&2.44&4.26\\%
Short Term Itm Put&2.22&2.52&1.0&1.0&1.11&2.37&4.49\\%
Short Term Otm Call&2.35&3.14&1.0&1.0&1.34&2.51&4.48\\%
Short Term Otm Put&3.08&4.27&1.0&1.0&1.63&3.5&6.41\\\bottomrule%
%
\end{tabular}